OpenML
8361115

Run 8361115

Task 3899 (Supervised Classification) mozilla4 Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees58
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size323
mlr.classif.ranger(13)_sample.fraction0.826958268182352
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12305.1584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0987
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1232.0957
UserCPU time millis
32.22
UserCPU time millis testing
0.885
UserCPU time millis training
31.335